Relation Extraction on TACRED (B3/V-Measure Evaluation)
78.8B3 PrecisionLLM-OREF
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| LLM-OREF2026.06 | 78.8 | 76 | 77.3 | 80.2 | 84.3 | 82.1 | 77.8 | 69.8 | 76.9 | 68.9 | |
| ReaORE2026.06 | 78.2 | 79.5 | 78.8 | 81.4 | 84.9 | 83.1 | 81.3 | 72 | 70.8 | 71.4 | |
| ORELLM2026.06 | 75.5 | 71.5 | 73.4 | 78 | 79.2 | 78.5 | 79.5 | 70.5 | 69.8 | 70.1 | |
| ASCORE2026.06 | 74.2 | 82.1 | 77.9 | 80.7 | 85.6 | 83 | 78.1 | 69.8 | 71.5 | 69.9 | |
| RoCORE2026.06 | 69.6 | 68.5 | 69 | 78.6 | 78.6 | 78.6 | 54.7 | 59.4 | 56.3 | 56.3 | |
| Qwen3-8B2026.06 | 68.8 | 67.5 | 68.1 | 74.5 | 75.8 | 75.1 | 72.5 | 63.4 | 65.1 | 64.2 | |
| SelfORE2026.06 | 51.7 | 44.1 | 47.5 | 63.1 | 60 | 61.5 | 43.4 | 34.3 | 39.6 | 36 |